{"id":"W2906608010","doi":"10.1016/j.jenvman.2018.12.035","title":"Examining management scenarios to mitigate wildfire hazard to caribou conservation projects using burn probability modeling","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Devon Energy (Canada); Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; Natural Resources Canada; Alberta-Pacific Forest Industries; Alberta Agriculture and Forestry","keywords":"Woodland caribou; Boreal; Environmental science; Salvage logging; Critical habitat; Habitat; Hazard; Environmental resource management; Geography; Ecology; Snag","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002637042,0.000576894,0.0003773135,0.001088765,0.0005141005,0.001254024,0.000963301,0.000944238,0.001680583],"category_scores_gemma":[0.0072103,0.0004571473,0.0006513983,0.0006914558,0.000320334,0.001295435,0.00048814,0.0006251682,0.00005249035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353741,"about_ca_system_score_gemma":0.001966271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0278946,"about_ca_topic_score_gemma":0.05162422,"domain_scores_codex":[0.9992906,0.0004204735,0.00002571128,0.00007971673,0.00005765705,0.0001257614],"domain_scores_gemma":[0.9948502,0.004097935,0.0004482232,0.0001179729,0.0002914739,0.0001941961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001444782,0.0002131756,0.01619668,0.00002432865,0.00009224278,0.00005782858,0.00004983077,0.9756561,0.0002674418,0.001954421,0.0001711399,0.005172422],"study_design_scores_gemma":[0.00001552862,0.0001352038,0.003649321,0.000006945482,0.0000594771,0.000008976514,0.0001387029,0.9945545,0.0001752493,0.001110475,0.0001396846,0.000005964646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869647,0.00007857758,0.009580623,0.0002287193,0.00001369112,0.00007366941,0.0001226574,0.00004347909,0.002893839],"genre_scores_gemma":[0.9962327,0.0000373579,0.003269732,0.00001446407,0.000003256061,0.00002899393,0.00005114768,0.000004287197,0.0003580695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0278946,"threshold_uncertainty_score":0.05546451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962616143686883,"score_gpt":0.2326993276723895,"score_spread":0.2030731662355207,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}